Best First Over-Sampling for Multilabel Classification. - Xusheng Ai; Jian Wu 002; Victor S. Sheng; Yufeng Yao; Pengpeng Zhao 001; Zhiming Cui (CIKM, 2015)

Immune Centroids Over-Sampling Method for Multi-Class Classification. - Xusheng Ai; Jian Wu 002; Victor S. Sheng; Pengpeng Zhao 001; Yufeng Yao; Zhiming Cui (PAKDD (1), 2015)

Immune Centroids Oversampling Method for Binary Classification. - Xusheng Ai; Jian Wu 002; Victor S. Sheng; Pengpeng Zhao 001; Zhiming Cui (Comput. Intell. Neurosci., 2015)

Broaden the minority class space for decision tree induction using antigen-derived detectors. - Xusheng Ai; Jian Wu 002; Zhiming Cui; Victor S. Sheng (Knowl. Based Syst., 2017)

A2Cloud-cc: A Machine Learning Council to Guide Cloud Resource Selection for Scientific Applications. - Lisa Her; Syeduzzaman Khan; David Samuel; Xusheng Ai; Sixia Chen; Vivek K. Pallipuram (NCA, 2020)

Ensemble Learning With Attention-Integrated Convolutional Recurrent Neural Network for Imbalanced Speech Emotion Recognition. - Xusheng Ai; Victor S. Sheng; Wei Fang 007; Charles X. Ling; Chunhua Li 003 (IEEE Access, 2020)

An optimal model with a lower bound of recall for imbalanced speech emotion recognition. - Xusheng Ai; Victor S. Sheng; Wei Fang 007; Charles X. Ling (Multim. Tools Appl., 2020)

Representation Learning of Knowledge Graphs with Embedding Subspaces. - Chunhua Li 003; Xuefeng Xian; Xusheng Ai; Zhiming Cui (Sci. Program., 2020)

Class-attention Video Transformer for Engagement Intensity Prediction. - Xusheng Ai; Victor S. Sheng; Chunhua Li 003 (CoRR, 2022)

Hydra - A Federated Data Repository over NDN. - Justin Presley; Xi Wang; Tym Brandel; Xusheng Ai; Proyash Podder; Tianyuan Yu; Varun Patil; Lixia Zhang 001; Alex Afanasyev; F. Alex Feltus; Susmit Shannigrahi (CoRR, 2022)

A MBGD enhancement method for imbalance smoothing. - Xusheng Ai; Victor S. Sheng; Chunhua Li 003 (Multim. Tools Appl., 2022)

GNSGA: A Decentralized Data Replication Algorithm for Big Science Data. - Xi Wang; Xusheng Ai; F. Alex Feltus; Susmit Shannigrahi (IFIP Networking, 2023)

Hydra: A Scalable Decentralized P2P Storage Federation for Large Scientific Datasets. - Justin Presley; Xi Wang; Xusheng Ai; Tianyuan Yu; Tym Brandel; Proyash Podder; Varun Patil; Alex Afanasyev; F. Alex Feltus; Lixia Zhang 001; Susmit Shannigrahi (ICNC, 2024)

GEMDiff: a diffusion workflow bridges between normal and tumor gene expression states: a breast cancer case study. - Xusheng Ai; Melissa C. Smith; F. Alex Feltus (Briefings Bioinform., 2025)

Class-attention video transformer for engagement prediction. - Xusheng Ai; Victor S. Sheng; Chunhua Li 003; Han Yang; Zhiming Cui (Multim. Tools Appl., 2025)